Title
Proactive traffic control based on human blockage prediction using RGBD cameras for millimeter-wave communications
Abstract
This paper proposes an RGBD cameras-based wireless environment prediction and presents an implementation of a proactive traffic control system using the prediction results. In millimeter-wave and terahertz communications, frame loss rate increases and throughput is decreased tremendously when pedestrians block line-of-sight paths. Such serious human blockage does not occur in microwave communications. By using the RGBD cameras, we can predict human blockage easily as the cameras can detect obstacles and their mobility. We implement a prototype of a proactive traffic control system using camera-based human blockage prediction to demonstrate the feasibility of the proposed system.
Year
DOI
Venue
2015
10.1109/CCNC.2015.7157963
CCNC
Field
DocType
ISSN
Extremely high frequency,Wireless,Computer science,Computer network,Microwave transmission,Real-time computing,Bandwidth (signal processing),Terahertz radiation,Throughput,Control system,Embedded system
Conference
2331-9860
ISBN
Citations 
PageRank 
978-1-4799-6389-8
0
0.34
References 
Authors
3
4
Name
Order
Citations
PageRank
Takayuki Nishio110638.21
Ryohei Arai241.11
Koji Yamamoto313545.58
Masahiro Morikura418463.42